Suppr超能文献

循环 miRNA 特征可预测局部晚期直肠癌术前放化疗的反应。

Circulating miRNA Signature Predicts Response to Preoperative Chemoradiotherapy in Locally Advanced Rectal Cancer.

机构信息

Department of Molecular Diagnostics and Experimental Therapeutics, Beckman Research Institute of City of Hope, Monrovia, CA.

Department of Surgery, Tokushima University, Tokushima, Japan.

出版信息

JCO Precis Oncol. 2021 Dec 2;5. doi: 10.1200/PO.21.00015. eCollection 2021.

Abstract

UNLABELLED

Patients with locally advanced rectal cancer (LARC) are recommended to receive preoperative chemoradiotherapy (PCRT) followed by surgery. Response to PCRT varies widely: 60%-70% of patients with LARC do not derive therapeutic benefit from PCRT, whereas 15%-20% of patients achieve pathologic complete response (pCR). We sought to develop a liquid biopsy assay for identifying response to PCRT in patients with LARC.

MATERIALS AND METHODS

We analyzed two genome-wide microRNA (miRNA) expression profiling data sets from tumor tissue samples for discovery (GSE68204) and validation (GSE29298). We prioritized biomarkers in pretreatment plasma specimens from clinical training (n = 41; 15 responders and 26 nonresponders) and validation (n = 65; 29 responders and 36 nonresponders) cohorts of patients with LARC. We developed an integrated miRNA panel and established a risk assessment model, which was combined with the miRNA panel and carcinoembryonic antigen levels.

RESULTS

Our comprehensive discovery effort identified an 8-miRNA panel that robustly predicted response to PCRT, with an excellent accuracy in the discovery (area under the curve [AUC] = 0.95) and validation (AUC = 0.92) cohorts. We successfully established a circulating miRNA panel with remarkable diagnostic accuracy in the clinical training (AUC = 0.82) and validation (AUC = 0.81) cohorts. Moreover, the predictive accuracy of the panel was significantly superior to conventional clinical factors in both cohorts ( < .01) and the risk assessment model was superior (AUC = 0.83). Finally, we applied our model to detect patients with pathologic complete response and showed that it was dramatically superior to currently used pathologic features (AUC = 0.92).

CONCLUSION

Our novel risk assessment signature for predicting response to PCRT has a potential for clinical translation as a liquid biopsy assay in patients with LARC.

摘要

目的

局部晚期直肠癌(LARC)患者建议接受术前放化疗(PCRT),然后进行手术。PCRT 的反应差异很大:60%-70%的 LARC 患者不能从 PCRT 中获得治疗益处,而 15%-20%的患者达到病理完全缓解(pCR)。我们试图开发一种液体活检检测方法,用于识别 LARC 患者对 PCRT 的反应。

材料和方法

我们分析了来自肿瘤组织样本的两个全基因组 microRNA(miRNA)表达谱数据集,用于发现(GSE68204)和验证(GSE29298)。我们优先考虑了来自 LARC 患者临床训练(n = 41;15 名应答者和 26 名无应答者)和验证(n = 65;29 名应答者和 36 名无应答者)队列的预处理血浆标本中的生物标志物。我们开发了一个综合 miRNA 面板,并建立了一个风险评估模型,该模型结合了 miRNA 面板和癌胚抗原水平。

结果

我们全面的发现工作确定了一个 8-miRNA 面板,该面板可以很好地预测 PCRT 的反应,在发现(曲线下面积 [AUC] = 0.95)和验证(AUC = 0.92)队列中具有很好的准确性。我们成功地在临床训练(AUC = 0.82)和验证(AUC = 0.81)队列中建立了一个具有显著诊断准确性的循环 miRNA 面板。此外,该面板的预测准确性在两个队列中均显著优于传统临床因素(<0.01),风险评估模型也更优(AUC = 0.83)。最后,我们将我们的模型应用于检测病理完全缓解的患者,结果表明其明显优于目前使用的病理特征(AUC = 0.92)。

结论

我们预测 PCRT 反应的新型风险评估签名具有作为 LARC 患者液体活检检测方法进行临床转化的潜力。

相似文献

引用本文的文献

本文引用的文献

2
Colorectal cancer statistics, 2020.2020 年结直肠癌统计数据。
CA Cancer J Clin. 2020 May;70(3):145-164. doi: 10.3322/caac.21601. Epub 2020 Mar 5.
3
Cancer statistics, 2020.癌症统计数据,2020 年。
CA Cancer J Clin. 2020 Jan;70(1):7-30. doi: 10.3322/caac.21590. Epub 2020 Jan 8.
10
Advances in organ preserving strategies in rectal cancer patients.直肠癌患者保肛策略的研究进展。
Eur J Surg Oncol. 2018 Feb;44(2):209-219. doi: 10.1016/j.ejso.2017.11.024. Epub 2017 Dec 12.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验